Pandas Profiling Report

Dataset statistics

Number of variables	18
Number of observations	491
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	69.2 KiB
Average record size in memory	144.3 B

Variable types

Numeric	18

Alerts

`ADX` is highly overall correlated with `MACD`	High correlation
`Adj Close` is highly overall correlated with `BB_lower` and 9 other fields	High correlation
`Aroon_Down` is highly overall correlated with `Aroon_Up` and 3 other fields	High correlation
`Aroon_Up` is highly overall correlated with `Aroon_Down` and 3 other fields	High correlation
`BB_lower` is highly overall correlated with `Adj Close` and 9 other fields	High correlation
`BB_upper` is highly overall correlated with `Adj Close` and 9 other fields	High correlation
`Close` is highly overall correlated with `Adj Close` and 9 other fields	High correlation
`EMA5` is highly overall correlated with `Adj Close` and 9 other fields	High correlation
`High` is highly overall correlated with `Adj Close` and 9 other fields	High correlation
`Low` is highly overall correlated with `Adj Close` and 9 other fields	High correlation
`MACD` is highly overall correlated with `ADX` and 3 other fields	High correlation
`MACD_signal` is highly overall correlated with `Aroon_Down` and 2 other fields	High correlation
`OBV` is highly overall correlated with `Adj Close` and 9 other fields	High correlation
`Open` is highly overall correlated with `Adj Close` and 9 other fields	High correlation
`RSI15` is highly overall correlated with `Aroon_Down` and 3 other fields	High correlation
`SMA15` is highly overall correlated with `Adj Close` and 9 other fields	High correlation
`Unnamed: 0` is highly overall correlated with `Adj Close` and 9 other fields	High correlation
`Unnamed: 0` is uniformly distributed	Uniform
`Unnamed: 0` has unique values	Unique
`Volume` has unique values	Unique
`EMA5` has unique values	Unique

Reproduction

Analysis started	2024-10-20 00:03:34.964415
Analysis finished	2024-10-20 00:03:55.606712
Duration	20.64 seconds
Software version	ydata-profiling vv4.11.0
Download configuration	config.json

Unnamed: 0
Real number (ℝ)

High correlation Uniform Unique

Distinct	491
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	245

Minimum	0
Maximum	490
Zeros	1
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	0
5-th percentile	24.5
Q1	122.5
median	245
Q3	367.5
95-th percentile	465.5
Maximum	490
Range	490
Interquartile range (IQR)	245

Descriptive statistics

Standard deviation	141.88376
Coefficient of variation (CV)	0.57911737
Kurtosis	-1.2
Mean	245
Median Absolute Deviation (MAD)	123
Skewness	0
Sum	120295
Variance	20131
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	0.2%
337	1	0.2%
335	1	0.2%
334	1	0.2%
333	1	0.2%
332	1	0.2%
331	1	0.2%
330	1	0.2%
329	1	0.2%
328	1	0.2%
Other values (481)	481	98.0%

Value	Count	Frequency (%)
0	1	0.2%
1	1	0.2%
2	1	0.2%
3	1	0.2%
4	1	0.2%
5	1	0.2%
6	1	0.2%
7	1	0.2%
8	1	0.2%
9	1	0.2%

Value	Count	Frequency (%)
490	1	0.2%
489	1	0.2%
488	1	0.2%
487	1	0.2%
486	1	0.2%
485	1	0.2%
484	1	0.2%
483	1	0.2%
482	1	0.2%
481	1	0.2%

Open
Real number (ℝ)

High correlation

Distinct	472
Distinct (%)	96.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.49851598

Minimum	0
Maximum	1
Zeros	1
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.11134241
Q1	0.3671585
median	0.4893637
Q3	0.61102565
95-th percentile	0.92129085
Maximum	1
Range	1
Interquartile range (IQR)	0.24386715

Descriptive statistics

Standard deviation	0.23356357
Coefficient of variation (CV)	0.46851772
Kurtosis	-0.41792168
Mean	0.49851598
Median Absolute Deviation (MAD)	0.12247682
Skewness	0.15610963
Sum	244.77135
Variance	0.054551942
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5002263541	3	0.6%
0.4258169969	2	0.4%
0.4140490678	2	0.4%
0.8903774662	2	0.4%
0.9350050413	2	0.4%
0.6253281272	2	0.4%
0.5731873212	2	0.4%
0.5920159801	2	0.4%
0.5778039097	2	0.4%
0.5934643703	2	0.4%
Other values (462)	470	95.7%

Value	Count	Frequency (%)
0	1	0.2%
0.007965939209	1	0.2%
0.01013845553	1	0.2%
0.01792338049	1	0.2%
0.02172537037	1	0.2%
0.03313113284	1	0.2%
0.03847191651	1	0.2%
0.03865299983	1	0.2%
0.04037294599	1	0.2%
0.04444642272	1	0.2%

Value	Count	Frequency (%)
1	1	0.2%
0.9972843028	1	0.2%
0.9866027355	1	0.2%
0.9740201386	1	0.2%
0.9723906651	1	0.2%
0.9558252023	1	0.2%
0.9539241728	1	0.2%
0.9438761898	1	0.2%
0.9430615221	1	0.2%
0.9422468544	1	0.2%

High
Real number (ℝ)

High correlation

Distinct	479
Distinct (%)	97.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.50161696

Minimum	0
Maximum	1
Zeros	1
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.1141086
Q1	0.37212904
median	0.49015678
Q3	0.61037182
95-th percentile	0.92603896
Maximum	1
Range	1
Interquartile range (IQR)	0.23824278

Descriptive statistics

Standard deviation	0.23568119
Coefficient of variation (CV)	0.46984296
Kurtosis	-0.42985368
Mean	0.50161696
Median Absolute Deviation (MAD)	0.12003278
Skewness	0.17614646
Sum	246.29393
Variance	0.055545626
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4240794992	2	0.4%
0.4771235349	2	0.4%
0.5407401082	2	0.4%
0.1773605315	2	0.4%
0.5670798745	2	0.4%
0.5011847742	2	0.4%
0.5206889596	2	0.4%
0.540284375	2	0.4%
0.6105540691	2	0.4%
0.6072729847	2	0.4%
Other values (469)	471	95.9%

Value	Count	Frequency (%)
0	1	0.2%
0.008111620008	1	0.2%
0.01986875801	1	0.2%
0.02296752133	1	0.2%
0.02469922408	1	0.2%
0.02852713271	1	0.2%
0.02971201124	1	0.2%
0.03180821712	1	0.2%
0.03317541675	1	0.2%
0.04238061567	1	0.2%

Value	Count	Frequency (%)
1	1	0.2%
0.9976302429	1	0.2%
0.9888807772	1	0.2%
0.9880604018	1	0.2%
0.9668246528	1	0.2%
0.9598978418	1	0.2%
0.9598067508	1	0.2%
0.9590776054	1	0.2%
0.9583484601	1	0.2%
0.955796521	1	0.2%

Low
Real number (ℝ)

High correlation

Distinct	484
Distinct (%)	98.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.50370807

Minimum	0
Maximum	1
Zeros	1
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.10178442
Q1	0.37773124
median	0.49044061
Q3	0.61871815
95-th percentile	0.91769853
Maximum	1
Range	1
Interquartile range (IQR)	0.24098691

Descriptive statistics

Standard deviation	0.23337693
Coefficient of variation (CV)	0.46331783
Kurtosis	-0.40743631
Mean	0.50370807
Median Absolute Deviation (MAD)	0.12336115
Skewness	0.10966823
Sum	247.32066
Variance	0.054464793
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.05207575939	2	0.4%
0.4864349027	2	0.4%
0.4359068325	2	0.4%
0.9020393767	2	0.4%
0.5304989641	2	0.4%
0.6370175123	2	0.4%
0.4241623989	2	0.4%
0.4052257465	1	0.2%
0.4137836714	1	0.2%
0.4034960743	1	0.2%
Other values (474)	474	96.5%

Value	Count	Frequency (%)
0	1	0.2%
0.005371485679	1	0.2%
0.006555000407	1	0.2%
0.008284811475	1	0.2%
0.01547709973	1	0.2%
0.02967955431	1	0.2%
0.03241082763	1	0.2%
0.03596137181	1	0.2%
0.04142391846	1	0.2%
0.04979972144	1	0.2%

Value	Count	Frequency (%)
1	1	0.2%
0.991624197	1	0.2%
0.9850691966	1	0.2%
0.9847050917	1	0.2%
0.9682265991	1	0.2%
0.9620357037	1	0.2%
0.9603058926	1	0.2%
0.9566642875	1	0.2%
0.9532957957	1	0.2%
0.9514748543	1	0.2%

Close
Real number (ℝ)

High correlation

Distinct	477
Distinct (%)	97.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.51132664

Minimum	0
Maximum	1
Zeros	1
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.11915806
Q1	0.38393342
median	0.50072739
Q3	0.61993088
95-th percentile	0.9297599
Maximum	1
Range	1
Interquartile range (IQR)	0.23599746

Descriptive statistics

Standard deviation	0.23421451
Coefficient of variation (CV)	0.45805263
Kurtosis	-0.41477251
Mean	0.51132664
Median Absolute Deviation (MAD)	0.1190216
Skewness	0.14364985
Sum	251.06138
Variance	0.054856438
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8887980055	2	0.4%
0.4894526988	2	0.4%
0.4620839984	2	0.4%
0.4814511999	2	0.4%
0.3522458327	2	0.4%
0.498090605	2	0.4%
0.4362611556	2	0.4%
0.4408074366	2	0.4%
0.4334424836	2	0.4%
0.4278051395	2	0.4%
Other values (467)	471	95.9%

Value	Count	Frequency (%)
0	1	0.2%
0.0004546558486	1	0.2%
0.009274452094	1	0.2%
0.01218406916	1	0.2%
0.04173489568	1	0.2%
0.04182577136	1	0.2%
0.04464444338	1	0.2%
0.04555375508	1	0.2%
0.04664481812	1	0.2%
0.05191852073	1	0.2%

Value	Count	Frequency (%)
1	1	0.2%
0.9983634054	1	0.2%
0.9945444073	1	0.2%
0.9895436092	1	0.2%
0.981814876	1	0.2%
0.9816329859	1	0.2%
0.9740861428	1	0.2%
0.9707219392	1	0.2%
0.9663575483	1	0.2%
0.9594471124	1	0.2%

Adj Close
Real number (ℝ)

High correlation

Distinct	486
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.50942738

Minimum	0
Maximum	1
Zeros	1
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.11681052
Q1	0.38280061
median	0.49803576
Q3	0.61702949
95-th percentile	0.93021225
Maximum	1
Range	1
Interquartile range (IQR)	0.23422888

Descriptive statistics

Standard deviation	0.23492692
Coefficient of variation (CV)	0.4611588
Kurtosis	-0.41604627
Mean	0.50942738
Median Absolute Deviation (MAD)	0.11845124
Skewness	0.15167958
Sum	250.12884
Variance	0.055190657
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4050579126	2	0.4%
0.8899635131	2	0.4%
0.3475347931	2	0.4%
0.4596675203	2	0.4%
0.4238433508	2	0.4%
0.1190834478	1	0.2%
0.5078180333	1	0.2%
0.5114977458	1	0.2%
0.5246905097	1	0.2%
0.5138310814	1	0.2%
Other values (476)	476	96.9%

Value	Count	Frequency (%)
0	1	0.2%
0.0004457033388	1	0.2%
0.009091785234	1	0.2%
0.01194406694	1	0.2%
0.04091286194	1	0.2%
0.04100182414	1	0.2%
0.04376486908	1	0.2%
0.04465627575	1	0.2%
0.04572601868	1	0.2%
0.05089571064	1	0.2%

Value	Count	Frequency (%)
1	1	0.2%
0.9959379423	1	0.2%
0.9921633642	1	0.2%
0.9896532026	1	0.2%
0.9820054742	1	0.2%
0.9794019571	1	0.2%
0.9743577458	1	0.2%
0.9710288025	1	0.2%
0.9667101547	1	0.2%
0.9574740119	1	0.2%

Volume
Real number (ℝ)

Unique

Distinct	491
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.33910529

Minimum	0
Maximum	1
Zeros	1
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	4.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.16614778
Q1	0.25976175
median	0.31975373
Q3	0.40552923
95-th percentile	0.55692001
Maximum	1
Range	1
Interquartile range (IQR)	0.14576748

Descriptive statistics

Standard deviation	0.12443821
Coefficient of variation (CV)	0.36696038
Kurtosis	2.8344
Mean	0.33910529
Median Absolute Deviation (MAD)	0.071475705
Skewness	1.0351074
Sum	166.5007
Variance	0.015484868
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6839385522	1	0.2%
0.3526790544	1	0.2%
0.4458672633	1	0.2%
0.423096746	1	0.2%
0.4055723984	1	0.2%
0.532174889	1	0.2%
0.4723701984	1	0.2%
0.432277363	1	0.2%
0.6724127447	1	0.2%
0.2750700194	1	0.2%
Other values (481)	481	98.0%

Value	Count	Frequency (%)
0	1	0.2%
0.06140280407	1	0.2%
0.07137620434	1	0.2%
0.08941153715	1	0.2%
0.09326475681	1	0.2%
0.103940634	1	0.2%
0.10762574	1	0.2%
0.1087997874	1	0.2%
0.1210540376	1	0.2%
0.1223840234	1	0.2%

Value	Count	Frequency (%)
1	1	0.2%
0.9004907697	1	0.2%
0.8160915323	1	0.2%
0.7621921554	1	0.2%
0.741086978	1	0.2%
0.7337459401	1	0.2%
0.7194726577	1	0.2%
0.6839385522	1	0.2%
0.6724127447	1	0.2%
0.6477901824	1	0.2%

SMA15
Real number (ℝ)

High correlation

Distinct	490
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-5.7885355 × 10^-16

Minimum	-2.0127505
Maximum	1.9608933
Zeros	0
Zeros (%)	0.0%
Negative	253
Negative (%)	51.5%
Memory size	4.0 KiB

Quantile statistics

Minimum	-2.0127505
5-th percentile	-1.6336246
Q1	-0.54095002
median	-0.038788354
Q3	0.45963791
95-th percentile	1.8083226
Maximum	1.9608933
Range	3.9736439
Interquartile range (IQR)	1.0005879

Descriptive statistics

Standard deviation	1.0010199
Coefficient of variation (CV)	-1.7293146 × 10¹⁵
Kurtosis	-0.45481945
Mean	-5.7885355 × 10^-16
Median Absolute Deviation (MAD)	0.50153458
Skewness	0.14363341
Sum	-3.2551739 × 10^-13
Variance	1.0020408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.4092431272	2	0.4%
-1.340755937	1	0.2%
0.2444219775	1	0.2%
-0.07576716754	1	0.2%
-0.04073603876	1	0.2%
-0.0003155368631	1	0.2%
0.0421593526	1	0.2%
0.08759574701	1	0.2%
0.1242810358	1	0.2%
0.1473861074	1	0.2%
Other values (480)	480	97.8%

Value	Count	Frequency (%)
-2.012750517	1	0.2%
-2.009762305	1	0.2%
-2.008641742	1	0.2%
-2.0068008	1	0.2%
-2.002665401	1	0.2%
-1.998743366	1	0.2%
-1.989805479	1	0.2%
-1.985723451	1	0.2%
-1.975825034	1	0.2%
-1.949465015	1	0.2%

Value	Count	Frequency (%)
1.960893346	1	0.2%
1.941656897	1	0.2%
1.929303987	1	0.2%
1.914869984	1	0.2%
1.897581178	1	0.2%
1.894673045	1	0.2%
1.89005734	1	0.2%
1.886428829	1	0.2%
1.885975271	1	0.2%
1.884694632	1	0.2%

EMA5
Real number (ℝ)

High correlation Unique

Distinct	491
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-1.1577071 × 10^-16

Minimum	-2.1256145
Maximum	2.0291964
Zeros	0
Zeros (%)	0.0%
Negative	254
Negative (%)	51.7%
Memory size	4.0 KiB

Quantile statistics

Minimum	-2.1256145
5-th percentile	-1.640725
Q1	-0.52767884
median	-0.050339434
Q3	0.46619693
95-th percentile	1.7998697
Maximum	2.0291964
Range	4.1548109
Interquartile range (IQR)	0.99387577

Descriptive statistics

Standard deviation	1.0010199
Coefficient of variation (CV)	-8.6465729 × 10¹⁵
Kurtosis	-0.44035856
Mean	-1.1577071 × 10^-16
Median Absolute Deviation (MAD)	0.50528629
Skewness	0.1396586
Sum	-5.3290705 × 10^-14
Variance	1.0020408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.480714218	1	0.2%
-0.3325132943	1	0.2%
-0.361954875	1	0.2%
-0.3431120917	1	0.2%
-0.2808625159	1	0.2%
-0.1898454311	1	0.2%
-0.07296459257	1	0.2%
0.004525401244	1	0.2%
0.03118020309	1	0.2%
0.04974965802	1	0.2%
Other values (481)	481	98.0%

Value	Count	Frequency (%)
-2.125614534	1	0.2%
-2.090638303	1	0.2%
-2.088688023	1	0.2%
-2.064498052	1	0.2%
-2.057129205	1	0.2%
-2.028493985	1	0.2%
-1.999945879	1	0.2%
-1.998591155	1	0.2%
-1.990272893	1	0.2%
-1.973257299	1	0.2%

Value	Count	Frequency (%)
2.029196381	1	0.2%
2.005341285	1	0.2%
1.981044133	1	0.2%
1.965243808	1	0.2%
1.96480353	1	0.2%
1.948797408	1	0.2%
1.947711101	1	0.2%
1.888828577	1	0.2%
1.881407601	1	0.2%
1.876958325	1	0.2%

RSI15
Real number (ℝ)

High correlation

Distinct	490
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.9332489 × 10^-16

Minimum	-2.6133636
Maximum	2.0448942
Zeros	0
Zeros (%)	0.0%
Negative	224
Negative (%)	45.6%
Memory size	4.0 KiB

Quantile statistics

Minimum	-2.6133636
5-th percentile	-1.6912682
Q1	-0.83100155
median	0.120348
Q3	0.79623559
95-th percentile	1.387916
Maximum	2.0448942
Range	4.6582579
Interquartile range (IQR)	1.6272371

Descriptive statistics

Standard deviation	1.0010199
Coefficient of variation (CV)	1.6871362 × 10¹⁵
Kurtosis	-0.83707737
Mean	5.9332489 × 10^-16
Median Absolute Deviation (MAD)	0.78913612
Skewness	-0.29583458
Sum	2.9753977 × 10^-13
Variance	1.0020408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.170454982	2	0.4%
-1.579066031	1	0.2%
-2.166983666	1	0.2%
-2.61336364	1	0.2%
-2.603960987	1	0.2%
-2.527588638	1	0.2%
-2.076427344	1	0.2%
-1.493872277	1	0.2%
-1.32440697	1	0.2%
-1.218424681	1	0.2%
Other values (480)	480	97.8%

Value	Count	Frequency (%)
-2.61336364	1	0.2%
-2.603960987	1	0.2%
-2.527588638	1	0.2%
-2.174901145	1	0.2%
-2.166983666	1	0.2%
-2.076427344	1	0.2%
-2.055196451	1	0.2%
-2.023236957	1	0.2%
-2.000843356	1	0.2%
-1.962838004	1	0.2%

Value	Count	Frequency (%)
2.044894215	1	0.2%
1.992420325	1	0.2%
1.990209965	1	0.2%
1.963263719	1	0.2%
1.892290545	1	0.2%
1.781065805	1	0.2%
1.754250063	1	0.2%
1.73660575	1	0.2%
1.695784114	1	0.2%
1.660979392	1	0.2%

BB_upper
Real number (ℝ)

High correlation

Distinct	450
Distinct (%)	91.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.3933765 × 10^-16

Minimum	-1.6021659
Maximum	2.2113697
Zeros	0
Zeros (%)	0.0%
Negative	202
Negative (%)	41.1%
Memory size	4.0 KiB

Quantile statistics

Minimum	-1.6021659
5-th percentile	-1.5641846
Q1	-0.70856252
median	0.16445913
Q3	0.48799942
95-th percentile	2.116309
Maximum	2.2113697
Range	3.8135356
Interquartile range (IQR)	1.1965619

Descriptive statistics

Standard deviation	1.0010199
Coefficient of variation (CV)	1.1926307 × 10¹⁵
Kurtosis	-0.21765973
Mean	8.3933765 × 10^-16
Median Absolute Deviation (MAD)	0.38954177
Skewness	0.13183945
Sum	4.3920423 × 10^-13
Variance	1.0020408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.460994333	42	8.6%
0.08736040036	1	0.2%
0.2688895057	1	0.2%
0.2824458746	1	0.2%
0.307759728	1	0.2%
0.3316992681	1	0.2%
0.3524615956	1	0.2%
0.3731241478	1	0.2%
0.3751292467	1	0.2%
0.3841601059	1	0.2%
Other values (440)	440	89.6%

Value	Count	Frequency (%)
-1.602165905	1	0.2%
-1.599420648	1	0.2%
-1.596968199	1	0.2%
-1.595358105	1	0.2%
-1.593152703	1	0.2%
-1.593086466	1	0.2%
-1.592988359	1	0.2%
-1.592718853	1	0.2%
-1.592424513	1	0.2%
-1.592401219	1	0.2%

Value	Count	Frequency (%)
2.211369739	1	0.2%
2.20708933	1	0.2%
2.206054235	1	0.2%
2.201992374	1	0.2%
2.201185277	1	0.2%
2.195838221	1	0.2%
2.195185117	1	0.2%
2.19364434	1	0.2%
2.193606313	1	0.2%
2.193530574	1	0.2%

BB_lower
Real number (ℝ)

High correlation

Distinct	450
Distinct (%)	91.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-5.209682 × 10^-16

Minimum	-1.5474028
Maximum	1.9320835
Zeros	0
Zeros (%)	0.0%
Negative	225
Negative (%)	45.8%
Memory size	4.0 KiB

Quantile statistics

Minimum	-1.5474028
5-th percentile	-1.404687
Q1	-0.8063456
median	0.11546737
Q3	0.31033903
95-th percentile	1.8494237
Maximum	1.9320835
Range	3.4794863
Interquartile range (IQR)	1.1166846

Descriptive statistics

Standard deviation	1.0010199
Coefficient of variation (CV)	-1.9214606 × 10¹⁵
Kurtosis	-0.59193106
Mean	-5.209682 × 10^-16
Median Absolute Deviation (MAD)	0.43971692
Skewness	0.29264972
Sum	-2.7733371 × 10^-13
Variance	1.0020408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.402775672	42	8.6%
-0.3261889332	1	0.2%
0.1845518649	1	0.2%
0.1830163886	1	0.2%
0.1765092084	1	0.2%
0.1730715739	1	0.2%
0.1726257061	1	0.2%
0.183652062	1	0.2%
0.2034736836	1	0.2%
0.2197010147	1	0.2%
Other values (440)	440	89.6%

Value	Count	Frequency (%)
-1.547402763	1	0.2%
-1.542600025	1	0.2%
-1.541685956	1	0.2%
-1.532310558	1	0.2%
-1.528255717	1	0.2%
-1.525697103	1	0.2%
-1.522724138	1	0.2%
-1.514284691	1	0.2%
-1.504790016	1	0.2%
-1.499575865	1	0.2%

Value	Count	Frequency (%)
1.932083508	1	0.2%
1.930969751	1	0.2%
1.92886366	1	0.2%
1.923393011	1	0.2%
1.921070178	1	0.2%
1.92067314	1	0.2%
1.917712113	1	0.2%
1.913414296	1	0.2%
1.911581852	1	0.2%
1.909691898	1	0.2%

MACD
Real number (ℝ)

High correlation

Distinct	480
Distinct (%)	97.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-3.6178347 × 10^-17

Minimum	-2.118041
Maximum	2.722311
Zeros	0
Zeros (%)	0.0%
Negative	237
Negative (%)	48.3%
Memory size	4.0 KiB

Quantile statistics

Minimum	-2.118041
5-th percentile	-1.5914854
Q1	-0.80584387
median	0.043342859
Q3	0.67273221
95-th percentile	1.756992
Maximum	2.722311
Range	4.840352
Interquartile range (IQR)	1.4785761

Descriptive statistics

Standard deviation	1.0010199
Coefficient of variation (CV)	-2.7669033 × 10¹⁶
Kurtosis	-0.29955324
Mean	-3.6178347 × 10^-17
Median Absolute Deviation (MAD)	0.72751423
Skewness	0.14434071
Sum	-4.4408921 × 10^-15
Variance	1.0020408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.02842890544	12	2.4%
0.01896694563	1	0.2%
-1.801464814	1	0.2%
-1.871530371	1	0.2%
-1.873034742	1	0.2%
-1.928612762	1	0.2%
-1.960375053	1	0.2%
-1.906347601	1	0.2%
-1.753951343	1	0.2%
-1.544204297	1	0.2%
Other values (470)	470	95.7%

Value	Count	Frequency (%)
-2.118041	1	0.2%
-2.076214283	1	0.2%
-2.046422939	1	0.2%
-2.002823424	1	0.2%
-1.960375053	1	0.2%
-1.952168154	1	0.2%
-1.938617385	1	0.2%
-1.935652903	1	0.2%
-1.928612762	1	0.2%
-1.906347601	1	0.2%

Value	Count	Frequency (%)
2.722311037	1	0.2%
2.681429529	1	0.2%
2.636393143	1	0.2%
2.599230673	1	0.2%
2.588191607	1	0.2%
2.552620926	1	0.2%
2.460602701	1	0.2%
2.444992753	1	0.2%
2.375190162	1	0.2%
2.34781749	1	0.2%

MACD_signal
Real number (ℝ)

High correlation

Distinct	472
Distinct (%)	96.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.8089174 × 10^-18

Minimum	-2.851214
Maximum	2.1791577
Zeros	0
Zeros (%)	0.0%
Negative	254
Negative (%)	51.7%
Memory size	4.0 KiB

Quantile statistics

Minimum	-2.851214
5-th percentile	-1.7516787
Q1	-0.48578484
median	-0.027750133
Q3	0.59278711
95-th percentile	1.8031936
Maximum	2.1791577
Range	5.0303717
Interquartile range (IQR)	1.078572

Descriptive statistics

Standard deviation	1.0010199
Coefficient of variation (CV)	5.5338067 × 10¹⁷
Kurtosis	0.33674441
Mean	1.8089174 × 10^-18
Median Absolute Deviation (MAD)	0.54525423
Skewness	-0.19004292
Sum	5.3290705 × 10^-15
Variance	1.0020408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.4021567731	20	4.1%
-0.3502439282	1	0.2%
0.2075472378	1	0.2%
-0.04809503827	1	0.2%
-0.2596632555	1	0.2%
-0.5568430658	1	0.2%
-0.7030898395	1	0.2%
-1.063533788	1	0.2%
-1.435852495	1	0.2%
-1.619425946	1	0.2%
Other values (462)	462	94.1%

Value	Count	Frequency (%)
-2.851214028	1	0.2%
-2.814770708	1	0.2%
-2.781981517	1	0.2%
-2.780328599	1	0.2%
-2.689879158	1	0.2%
-2.625156341	1	0.2%
-2.618434408	1	0.2%
-2.611272569	1	0.2%
-2.48298715	1	0.2%
-2.451673117	1	0.2%

Value	Count	Frequency (%)
2.179157682	1	0.2%
2.15665723	1	0.2%
2.142757838	1	0.2%
2.128266994	1	0.2%
2.111235258	1	0.2%
2.08181863	1	0.2%
2.081198982	1	0.2%
2.071414369	1	0.2%
2.052953794	1	0.2%
2.047471695	1	0.2%

OBV
Real number (ℝ)

High correlation

Distinct	490
Distinct (%)	99.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.694943 × 10⁸

Minimum	-4.868175 × 10⁸
Maximum	2.0454186 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	26
Negative (%)	5.3%
Memory size	4.0 KiB

Quantile statistics

Minimum	-4.868175 × 10⁸
5-th percentile	-26629150
Q1	4.7465725 × 10⁸
median	8.640338 × 10⁸
Q3	1.1629042 × 10⁹
95-th percentile	1.8783518 × 10⁹
Maximum	2.0454186 × 10⁹
Range	2.5322361 × 10⁹
Interquartile range (IQR)	6.8824695 × 10⁸

Descriptive statistics

Standard deviation	5.6055126 × 10⁸
Coefficient of variation (CV)	0.64468652
Kurtosis	-0.36666568
Mean	8.694943 × 10⁸
Median Absolute Deviation (MAD)	3.622263 × 10⁸
Skewness	0.089348454
Sum	4.269217 × 10¹¹
Variance	3.1421771 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
666760900	2	0.4%
-124385900	1	0.2%
697266100	1	0.2%
278024400	1	0.2%
217884900	1	0.2%
141770300	1	0.2%
213535400	1	0.2%
282123100	1	0.2%
377255500	1	0.2%
458765600	1	0.2%
Other values (480)	480	97.8%

Value	Count	Frequency (%)
-486817500	1	0.2%
-446197100	1	0.2%
-438046200	1	0.2%
-411113800	1	0.2%
-401379100	1	0.2%
-357083500	1	0.2%
-350291500	1	0.2%
-334079600	1	0.2%
-332371300	1	0.2%
-279500700	1	0.2%

Value	Count	Frequency (%)
2045418600	1	0.2%
2030502000	1	0.2%
2016647900	1	0.2%
2000283400	1	0.2%
1989894600	1	0.2%
1980713300	1	0.2%
1978637300	1	0.2%
1978595700	1	0.2%
1977511200	1	0.2%
1969347100	1	0.2%

ADX
Real number (ℝ)

High correlation

Distinct	478
Distinct (%)	97.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.6828033 × 10^-17

Minimum	-1.7749736
Maximum	2.2861968
Zeros	0
Zeros (%)	0.0%
Negative	256
Negative (%)	52.1%
Memory size	4.0 KiB

Quantile statistics

Minimum	-1.7749736
5-th percentile	-1.4674649
Q1	-0.81863455
median	-0.043247955
Q3	0.62161743
95-th percentile	1.7977325
Maximum	2.2861968
Range	4.0611704
Interquartile range (IQR)	1.440252

Descriptive statistics

Standard deviation	1.0010199
Coefficient of variation (CV)	1.1528764 × 10¹⁶
Kurtosis	-0.69972494
Mean	8.6828033 × 10^-17
Median Absolute Deviation (MAD)	0.70141758
Skewness	0.27928354
Sum	6.7945649 × 10^-14
Variance	1.0020408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.983382612	14	2.9%
-0.138329231	1	0.2%
0.6050131193	1	0.2%
0.640259764	1	0.2%
0.620398841	1	0.2%
0.6049434398	1	0.2%
0.6126810226	1	0.2%
0.5892913387	1	0.2%
0.4117477539	1	0.2%
0.2233932543	1	0.2%
Other values (468)	468	95.3%

Value	Count	Frequency (%)
-1.774973592	1	0.2%
-1.767585949	1	0.2%
-1.76010443	1	0.2%
-1.72544878	1	0.2%
-1.722284979	1	0.2%
-1.711708679	1	0.2%
-1.710665138	1	0.2%
-1.700710497	1	0.2%
-1.700318818	1	0.2%
-1.688052814	1	0.2%

Value	Count	Frequency (%)
2.286196846	1	0.2%
2.285996633	1	0.2%
2.271605241	1	0.2%
2.242658353	1	0.2%
2.241277495	1	0.2%
2.233500388	1	0.2%
2.23274528	1	0.2%
2.227698473	1	0.2%
2.20044547	1	0.2%
2.125557065	1	0.2%

Aroon_Up
Real number (ℝ)

High correlation

Distinct	15
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-5.6076438 × 10^-17

Minimum	-1.1628818
Maximum	1.6291719
Zeros	0
Zeros (%)	0.0%
Negative	262
Negative (%)	53.4%
Memory size	4.0 KiB

Quantile statistics

Minimum	-1.1628818
5-th percentile	-1.1628818
Q1	-0.96344944
median	-0.1657198
Q3	1.0308747
95-th percentile	1.6291719
Maximum	1.6291719
Range	2.7920537
Interquartile range (IQR)	1.9943241

Descriptive statistics

Standard deviation	1.0010199
Coefficient of variation (CV)	-1.7850989 × 10¹⁶
Kurtosis	-1.3740956
Mean	-5.6076438 × 10^-17
Median Absolute Deviation (MAD)	0.99716205
Skewness	0.32308298
Sum	-4.1744386 × 10^-14
Variance	1.0020408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
-1.16288185	105	21.4%
1.629171883	48	9.8%
-0.9634494405	43	8.8%
-0.764017031	32	6.5%
-0.5645846215	30	6.1%
1.429739473	28	5.7%
1.230307064	27	5.5%
-0.3651522121	27	5.5%
-0.1657198026	25	5.1%
0.8314422448	23	4.7%
Other values (5)	103	21.0%

Value	Count	Frequency (%)
-1.16288185	105	21.4%
-0.9634494405	43	8.8%
-0.764017031	32	6.5%
-0.5645846215	30	6.1%
-0.3651522121	27	5.5%
-0.1657198026	25	5.1%
0.0337126069	22	4.5%
0.2331450164	20	4.1%
0.4325774259	20	4.1%
0.6320098353	20	4.1%

Value	Count	Frequency (%)
1.629171883	48	9.8%
1.429739473	28	5.7%
1.230307064	27	5.5%
1.030874654	21	4.3%
0.8314422448	23	4.7%
0.6320098353	20	4.1%
0.4325774259	20	4.1%
0.2331450164	20	4.1%
0.0337126069	22	4.5%
-0.1657198026	25	5.1%

Aroon_Down
Real number (ℝ)

High correlation

Distinct	15
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.1345225 × 10^-16

Minimum	-1.5104297
Maximum	1.2089767
Zeros	0
Zeros (%)	0.0%
Negative	227
Negative (%)	46.2%
Memory size	4.0 KiB

Quantile statistics

Minimum	-1.5104297
5-th percentile	-1.5104297
Q1	-0.92769975
median	0.043516833
Q3	1.0147334
95-th percentile	1.2089767
Maximum	1.2089767
Range	2.7194064
Interquartile range (IQR)	1.9424332

Descriptive statistics

Standard deviation	1.0010199
Coefficient of variation (CV)	4.6896667 × 10¹⁵
Kurtosis	-1.4787122
Mean	2.1345225 × 10^-16
Median Absolute Deviation (MAD)	0.97121658
Skewness	-0.19949355
Sum	1.0480505 × 10^-13
Variance	1.0020408
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
1.208976729	102	20.8%
-1.510429697	59	12.0%
1.014733413	39	7.9%
0.8204900971	32	6.5%
-1.31618638	31	6.3%
-1.121943064	28	5.7%
0.6262467809	26	5.3%
-0.5392131159	24	4.9%
0.2377601487	23	4.7%
-0.733456432	23	4.7%
Other values (5)	104	21.2%

Value	Count	Frequency (%)
-1.510429697	59	12.0%
-1.31618638	31	6.3%
-1.121943064	28	5.7%
-0.9276997481	22	4.5%
-0.733456432	23	4.7%
-0.5392131159	24	4.9%
-0.3449697997	19	3.9%
-0.1507264836	21	4.3%
0.04351683254	20	4.1%
0.2377601487	23	4.7%

Value	Count	Frequency (%)
1.208976729	102	20.8%
1.014733413	39	7.9%
0.8204900971	32	6.5%
0.6262467809	26	5.3%
0.4320034648	22	4.5%
0.2377601487	23	4.7%
0.04351683254	20	4.1%
-0.1507264836	21	4.3%
-0.3449697997	19	3.9%
-0.5392131159	24	4.9%

	ADX	Adj Close	Aroon_Down	Aroon_Up	BB_lower	BB_upper	Close	EMA5	High	Low	MACD	MACD_signal	OBV	Open	RSI15	SMA15	Unnamed: 0	Volume
ADX	1.000	0.211	0.202	-0.289	0.120	-0.170	0.216	0.222	0.216	0.218	0.537	-0.042	0.200	0.217	0.430	0.216	-0.065	-0.066
Adj Close	0.211	1.000	0.217	-0.195	0.859	0.700	1.000	0.993	0.998	0.998	0.377	0.119	0.898	0.995	0.332	0.960	0.818	-0.407
Aroon_Down	0.202	0.217	1.000	-0.543	-0.096	-0.181	0.219	0.182	0.218	0.222	0.603	0.650	0.262	0.213	0.716	0.049	0.023	-0.071
Aroon_Up	-0.289	-0.195	-0.543	1.000	0.113	0.198	-0.197	-0.173	-0.193	-0.201	-0.640	-0.561	-0.213	-0.196	-0.685	-0.049	0.022	0.167
BB_lower	0.120	0.859	-0.096	0.113	1.000	0.849	0.857	0.879	0.861	0.858	-0.017	-0.146	0.759	0.861	-0.112	0.926	0.843	-0.328
BB_upper	-0.170	0.700	-0.181	0.198	0.849	1.000	0.698	0.718	0.700	0.698	-0.303	-0.130	0.594	0.701	-0.315	0.771	0.752	-0.360
Close	0.216	1.000	0.219	-0.197	0.857	0.698	1.000	0.993	0.998	0.998	0.381	0.118	0.901	0.995	0.336	0.960	0.812	-0.408
EMA5	0.222	0.993	0.182	-0.173	0.879	0.718	0.993	1.000	0.994	0.994	0.363	0.062	0.896	0.994	0.277	0.979	0.812	-0.407
High	0.216	0.998	0.218	-0.193	0.861	0.700	0.998	0.994	1.000	0.998	0.379	0.113	0.895	0.998	0.324	0.962	0.814	-0.391
Low	0.218	0.998	0.222	-0.201	0.858	0.698	0.998	0.994	0.998	1.000	0.383	0.115	0.897	0.998	0.331	0.960	0.811	-0.417
MACD	0.537	0.377	0.603	-0.640	-0.017	-0.303	0.381	0.363	0.379	0.383	1.000	0.360	0.433	0.380	0.872	0.254	0.058	-0.151
MACD_signal	-0.042	0.119	0.650	-0.561	-0.146	-0.130	0.118	0.062	0.113	0.115	0.360	1.000	0.087	0.107	0.614	-0.098	0.102	-0.026
OBV	0.200	0.898	0.262	-0.213	0.759	0.594	0.901	0.896	0.895	0.897	0.433	0.087	1.000	0.892	0.380	0.868	0.643	-0.412
Open	0.217	0.995	0.213	-0.196	0.861	0.701	0.995	0.994	0.998	0.998	0.380	0.107	0.892	1.000	0.316	0.962	0.813	-0.408
RSI15	0.430	0.332	0.716	-0.685	-0.112	-0.315	0.336	0.277	0.324	0.331	0.872	0.614	0.380	0.316	1.000	0.126	0.005	-0.125
SMA15	0.216	0.960	0.049	-0.049	0.926	0.771	0.960	0.979	0.962	0.960	0.254	-0.098	0.868	0.962	0.126	1.000	0.814	-0.392
Unnamed: 0	-0.065	0.818	0.023	0.022	0.843	0.752	0.812	0.812	0.814	0.811	0.058	0.102	0.643	0.813	0.005	0.814	1.000	-0.337
Volume	-0.066	-0.407	-0.071	0.167	-0.328	-0.360	-0.408	-0.407	-0.391	-0.417	-0.151	-0.026	-0.412	-0.408	-0.125	-0.392	-0.337	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	Unnamed: 0	Open	High	Low	Close	Adj Close	Volume	SMA15	EMA5	RSI15	BB_upper	BB_lower	MACD	MACD_signal	OBV	ADX	Aroon_Up	Aroon_Down
0	0	0.145560	0.135800	0.092953	0.121477	0.119083	0.683939	-1.340756	-1.480714	-1.170455	-1.460994	-1.402776	-0.028429	-0.402157	-124385900.0	-0.983383	1.629172	0.237760
1	1	0.100480	0.103719	0.104698	0.126387	0.123897	0.481122	-1.350067	-1.536957	-1.170455	-1.460994	-1.402776	-0.028429	-0.402157	-41011300.0	-0.983383	1.429739	0.043517
2	2	0.130352	0.124499	0.121267	0.131660	0.129067	0.510319	-1.361406	-1.566856	-1.074445	-1.460994	-1.402776	-0.028429	-0.402157	48897200.0	-0.983383	1.230307	-0.150726
3	3	0.113062	0.098250	0.094865	0.089562	0.087797	0.439734	-1.385392	-1.647425	-1.565941	-1.460994	-1.402776	-0.028429	-0.402157	-26020600.0	-0.983383	1.030875	-0.344970
4	4	0.137866	0.174079	0.139567	0.198672	0.194758	0.618326	-1.376107	-1.543980	-0.048489	-1.460994	-1.402776	-0.028429	-0.402157	92833400.0	-0.983383	0.831442	-0.539213
5	5	0.179325	0.202698	0.183904	0.224404	0.219983	0.527457	-1.369624	-1.437954	0.208536	-1.460994	-1.402776	-0.028429	-0.402157	186813100.0	-0.983383	0.632010	-0.733456
6	6	0.207839	0.205159	0.211763	0.211493	0.207326	0.431677	-1.372746	-1.385866	0.044261	-1.460994	-1.402776	-0.028429	-0.402157	113439000.0	-0.983383	0.432577	-0.927700
7	7	0.237259	0.235326	0.222050	0.227496	0.223014	0.510146	-1.378882	-1.328091	0.209594	-1.460994	-1.402776	-0.028429	-0.402157	203307300.0	-0.983383	0.233145	-1.121943
8	8	0.209288	0.201422	0.210488	0.216130	0.211872	0.380100	-1.380376	-1.305946	0.055954	-1.460994	-1.402776	-0.028429	-0.402157	139089000.0	-0.983383	0.033713	-1.316186
9	9	0.184846	0.216095	0.200109	0.233679	0.229075	0.467013	-1.364581	-1.265905	0.246565	-1.460994	-1.402776	-0.028429	-0.402157	219478400.0	-0.983383	-0.165720	-1.510430

	Unnamed: 0	Open	High	Low	Close	Adj Close	Volume	SMA15	EMA5	RSI15	BB_upper	BB_lower	MACD	MACD_signal	OBV	ADX	Aroon_Up	Aroon_Down
481	481	0.891554	0.892453	0.884559	0.878978	0.880246	0.192086	1.838404	1.739481	-0.742313	2.193531	1.658759	-0.116846	-0.403673	1.732336e+09	-1.637034	-1.162882	-0.927700
482	482	0.889744	0.895097	0.902039	0.916076	0.916955	0.108800	1.862363	1.747274	-0.245490	2.193606	1.660816	-0.138265	-0.377554	1.764192e+09	-1.688053	-1.162882	-1.121943
483	483	0.898162	0.929457	0.916424	0.950355	0.950875	0.129327	1.885975	1.801842	0.150095	2.191288	1.671180	-0.052816	-0.075802	1.797783e+09	-1.700319	1.230307	-1.316186
484	484	0.921246	0.927178	0.937728	0.945808	0.946376	0.061403	1.886429	1.831673	0.085930	2.189457	1.678815	-0.003938	0.069486	1.769599e+09	-1.711709	1.030875	-1.510430
485	485	0.935005	0.926358	0.939275	0.932260	0.932970	0.107626	1.884695	1.832047	-0.107702	2.195838	1.685831	-0.011937	0.036243	1.737840e+09	-1.722285	0.831442	-0.539213
486	486	0.929574	0.947503	0.950747	0.966358	0.966710	0.195758	1.897581	1.881408	0.289488	2.201185	1.700840	0.082029	0.277618	1.777722e+09	-1.678902	0.632010	-0.733456
487	487	0.974020	1.000000	0.985069	0.989544	0.989653	0.383299	1.914870	1.947711	0.531719	2.201992	1.723241	0.221277	0.589719	1.842473e+09	-1.531988	0.432577	1.208977
488	488	0.955825	0.951057	0.962036	0.970722	0.971029	0.134944	1.929304	1.964804	0.245244	2.207089	1.738096	0.265305	0.589160	1.808391e+09	-1.468496	0.233145	1.014733
489	489	0.972391	0.966825	0.968227	0.974086	0.974358	0.122384	1.941657	1.981044	0.283383	2.211370	1.753458	0.302418	0.570536	1.841385e+09	-1.379094	0.033713	0.820490
490	490	0.997284	0.988060	1.000000	1.000000	1.000000	0.254472	1.960893	2.029196	0.569561	2.206054	1.777405	0.402994	0.722424	1.887801e+09	-1.257452	-0.165720	0.626247

Overview

Interactions

Correlations

Missing values

Sample

Overview

Variables

Interactions

Correlations

Missing values

Sample